Shen, Mingzhu
- Δ-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers
2024/06/03 by Chen, Pengtao, Shen, Mingzhu, Ye, Peng +5 · 33 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Forward and Backward Information Retention for Accurate Binary Neural Networks
2019/09/24 by Qin, Haotong, Gong, Ruihao, Liu, Xianglong +4 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MQBench: Towards Reproducible and Deployable Model Quantization Benchmark
2021/11/05 by Yuhang Li, Mingzhu Shen, Li, Yuhang +15 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing
2020/11/19 by Li, Yuhang, Zhu, Feng, Gong, Ruihao +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers
2025/06/03 by Pengtao Chen, Xiangrui Zeng, Chen, Pengtao +12 · 7 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- Merging Vision Transformers from Different Tasks and Domains
2023/12/25 by Peng Ye, Chenyu Huang, Ye, Peng +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Balanced Binary Neural Networks with Gated Residual
2019/09/26 by Shen, Mingzhu, Liu, Xianglong, Gong, Ruihao +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
2020/10/09 by Shen, Mingzhu, Liang, Feng, Gong, Ruihao +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Cached Multi-Lora Composition for Multi-Concept Image Generation
2025/02/07 by Zou, Xiandong, Mingzhu Shen, Shen, Mingzhu +4 · 3 citations
Computer Science · Engineering · Environmental Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Water Quality Monitoring Technologies